{"id":"https://openalex.org/W4401247017","doi":"https://doi.org/10.1109/comst.2024.3437248","title":"A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions","display_name":"A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401247017","doi":"https://doi.org/10.1109/comst.2024.3437248"},"language":"en","primary_location":{"id":"doi:10.1109/comst.2024.3437248","doi":"https://doi.org/10.1109/comst.2024.3437248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2024.3437248","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-2","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.12822","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010303254","display_name":"Thulitha Senevirathna","orcid":"https://orcid.org/0000-0001-8413-3019","observed_orcids":["https://orcid.org/0000-0001-8413-3019"]},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Thulitha Senevirathna","raw_affiliation_strings":["School of Computer Science, University College Dublin, Dublin 4, Ireland","School of Computer Science, University College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-8413-3019","affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin 4, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090262834","display_name":"Vinh Hoa La","orcid":"https://orcid.org/0000-0003-1554-4847","observed_orcids":["https://orcid.org/0000-0003-1554-4847"]},"institutions":[{"id":"https://openalex.org/I4210118939","display_name":"Montimage (France)","ror":"https://ror.org/02a8qtz61","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210118939"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vinh Hoa La","raw_affiliation_strings":["Montimage, Paris, France","Montimage, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Montimage, Paris, France","institution_ids":["https://openalex.org/I4210118939"]},{"raw_affiliation_string":"Montimage, France","institution_ids":["https://openalex.org/I4210118939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040731348","display_name":"Samuel Marchal","orcid":"https://orcid.org/0000-0002-8522-2707","observed_orcids":["https://orcid.org/0000-0002-8522-2707"]},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Marcha","raw_affiliation_strings":["VTT Technical Research Centre, Espoo, Finland","VTT Technical Research Centre of Finland, Finkand"],"raw_orcid":"https://orcid.org/0000-0002-8522-2707","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre, Espoo, Finland","institution_ids":["https://openalex.org/I87653560"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finkand","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089463071","display_name":"Bartlomiej Siniarski","orcid":"https://orcid.org/0000-0001-8249-7652","observed_orcids":["https://orcid.org/0000-0001-8249-7652"]},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Bartlomiej Siniarski","raw_affiliation_strings":["School of Computer Science, University College Dublin, Dublin 4, Ireland","School of Computer Science, University College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-8249-7652","affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin 4, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068169019","display_name":"Madhusanka Liyanage","orcid":"https://orcid.org/0000-0003-4786-030X","observed_orcids":["https://orcid.org/0000-0003-4786-030X"]},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Madhusanka Liyanage","raw_affiliation_strings":["School of Computer Science, University College Dublin, Dublin 4, Ireland","School of Computer Science, University College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-4786-030X","affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin 4, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011845242","display_name":"Shen Wang","orcid":"https://orcid.org/0000-0003-3660-1206","observed_orcids":["https://orcid.org/0000-0003-3660-1206"]},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Shen Wang","raw_affiliation_strings":["School of Computer Science, University College Dublin, Dublin 4, Ireland","School of Computer Science, University College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-3660-1206","affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin 4, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":12.7656,"has_fulltext":true,"cited_by_count":128,"citation_normalized_percentile":{"value":0.99287741,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"27","issue":"2","first_page":"941","last_page":"973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.8980000019073486},{"id":"https://openalex.org/keywords/5g-security","display_name":"5G security","score":0.8999999761581421},{"id":"https://openalex.org/keywords/beyond-5g","display_name":"beyond 5G","score":0.8949999809265137},{"id":"https://openalex.org/keywords/black-box-systems","display_name":"black-box systems","score":0.6140000224113464},{"id":"https://openalex.org/keywords/oran","display_name":"Oran","score":0.6240000128746033},{"id":"https://openalex.org/keywords/zero-touch-network-management","display_name":"zero-touch network management","score":0.9959999918937683},{"id":"https://openalex.org/keywords/network-slicing","display_name":"network slicing","score":0.8709999918937683}],"concepts":[{"id":"https://openalex.org/C173481278","wikidata":"https://www.wikidata.org/wiki/Q7257997","display_name":"Survey research","level":2,"score":0.41322508454322815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36713868379592896},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3391813635826111},{"id":"https://openalex.org/C178550888","wikidata":"https://www.wikidata.org/wiki/Q2043282","display_name":"Business administration","level":1,"score":0.0772378146648407}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/comst.2024.3437248","doi":"https://doi.org/10.1109/comst.2024.3437248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2024.3437248","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-2","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Surveys & Tutorials","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2204.12822","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.12822","pdf_url":"https://arxiv.org/pdf/2204.12822","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2204.12822","doi":"https://doi.org/10.48550/arxiv.2204.12822","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2204.12822","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.12822","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.12822","pdf_url":"https://arxiv.org/pdf/2204.12822","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G151569058","display_name":"SmaRt, AutOmated, and ReliaBle SecUrity Service PlaTform for 6G","funder_award_id":"101139068","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2507897220","display_name":null,"funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5881503230","display_name":"Confidential Computing and Privacy-preserving Technologies for 6G","funder_award_id":"101096435","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7077154747","display_name":"Security and Privacy Accountable Technology Innovations, Algorithms, and machine Learning","funder_award_id":"101021808","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7226090481","display_name":"CONNECT: The Centre for Future Networks & Communications","funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401247017.pdf","grobid_xml":"https://content.openalex.org/works/W4401247017.grobid-xml"},"referenced_works_count":356,"referenced_works":["https://openalex.org/W47803021","https://openalex.org/W134132120","https://openalex.org/W972198084","https://openalex.org/W1493956763","https://openalex.org/W1532706988","https://openalex.org/W1964425467","https://openalex.org/W1965345099","https://openalex.org/W1969324951","https://openalex.org/W1975947453","https://openalex.org/W1976070030","https://openalex.org/W1987942861","https://openalex.org/W2002254092","https://openalex.org/W2026998614","https://openalex.org/W2029329966","https://openalex.org/W2032013577","https://openalex.org/W2067551786","https://openalex.org/W2085361835","https://openalex.org/W2088987104","https://openalex.org/W2096094293","https://openalex.org/W2099242680","https://openalex.org/W2100427426","https://openalex.org/W2101018825","https://openalex.org/W2103588946","https://openalex.org/W2107484060","https://openalex.org/W2116065935","https://openalex.org/W2116286374","https://openalex.org/W2125116386","https://openalex.org/W2126352534","https://openalex.org/W2126573700","https://openalex.org/W2128569883","https://openalex.org/W2149033360","https://openalex.org/W2151298633","https://openalex.org/W2151817208","https://openalex.org/W2152048468","https://openalex.org/W2159024459","https://openalex.org/W2160553465","https://openalex.org/W2165262642","https://openalex.org/W2168311839","https://openalex.org/W2206481872","https://openalex.org/W2247524030","https://openalex.org/W2256307994","https://openalex.org/W2275015310","https://openalex.org/W2320842841","https://openalex.org/W2344173564","https://openalex.org/W2344695102","https://openalex.org/W2416799949","https://openalex.org/W2435473771","https://openalex.org/W2486454425","https://openalex.org/W2493343568","https://openalex.org/W2495044248","https://openalex.org/W2498056627","https://openalex.org/W2508693087","https://openalex.org/W2516809705","https://openalex.org/W2528491735","https://openalex.org/W2552767274","https://openalex.org/W2553263414","https://openalex.org/W2568772110","https://openalex.org/W2593668813","https://openalex.org/W2597603852","https://openalex.org/W2603766943","https://openalex.org/W2604813584","https://openalex.org/W2605409611","https://openalex.org/W2606213502","https://openalex.org/W2606537796","https://openalex.org/W2607137685","https://openalex.org/W2611484353","https://openalex.org/W2612365756","https://openalex.org/W2613010233","https://openalex.org/W2618136360","https://openalex.org/W2618851150","https://openalex.org/W2625481008","https://openalex.org/W2701059868","https://openalex.org/W2702887932","https://openalex.org/W2734730826","https://openalex.org/W2758360306","https://openalex.org/W2759452058","https://openalex.org/W2770215151","https://openalex.org/W2770224408","https://openalex.org/W2771591873","https://openalex.org/W2773446523","https://openalex.org/W2780057514","https://openalex.org/W2782413938","https://openalex.org/W2783156170","https://openalex.org/W2786715987","https://openalex.org/W2787467369","https://openalex.org/W2787944753","https://openalex.org/W2794687280","https://openalex.org/W2796284132","https://openalex.org/W2796885425","https://openalex.org/W2797972299","https://openalex.org/W2804391827","https://openalex.org/W2809002738","https://openalex.org/W2834799557","https://openalex.org/W2874411262","https://openalex.org/W2883271860","https://openalex.org/W2883535494","https://openalex.org/W2883958169","https://openalex.org/W2887432790","https://openalex.org/W2889292885","https://openalex.org/W2892051885","https://openalex.org/W2892077825","https://openalex.org/W2892759841","https://openalex.org/W2892908011","https://openalex.org/W2894495420","https://openalex.org/W2896451417","https://openalex.org/W2897163310","https://openalex.org/W2897924986","https://openalex.org/W2901621510","https://openalex.org/W2902497741","https://openalex.org/W2902900716","https://openalex.org/W2903808828","https://openalex.org/W2905207581","https://openalex.org/W2909752169","https://openalex.org/W2909872967","https://openalex.org/W2910531128","https://openalex.org/W2912477312","https://openalex.org/W2913601328","https://openalex.org/W2917254586","https://openalex.org/W2917755354","https://openalex.org/W2917767525","https://openalex.org/W2918536503","https://openalex.org/W2920408562","https://openalex.org/W2920949764","https://openalex.org/W2921148895","https://openalex.org/W2921802966","https://openalex.org/W2924877180","https://openalex.org/W2926519916","https://openalex.org/W2931508175","https://openalex.org/W2934604820","https://openalex.org/W2937026737","https://openalex.org/W2938632598","https://openalex.org/W2938863785","https://openalex.org/W2941088479","https://openalex.org/W2942630857","https://openalex.org/W2944854257","https://openalex.org/W2945237470","https://openalex.org/W2947430130","https://openalex.org/W2947690458","https://openalex.org/W2947697862","https://openalex.org/W2950787360","https://openalex.org/W2951469844","https://openalex.org/W2951694401","https://openalex.org/W2953890756","https://openalex.org/W2954167088","https://openalex.org/W2958089299","https://openalex.org/W2962883549","https://openalex.org/W2963200950","https://openalex.org/W2964053134","https://openalex.org/W2964446959","https://openalex.org/W2965886236","https://openalex.org/W2966086598","https://openalex.org/W2968746919","https://openalex.org/W2968770299","https://openalex.org/W2969695741","https://openalex.org/W2970094786","https://openalex.org/W2972537982","https://openalex.org/W2973232880","https://openalex.org/W2974949966","https://openalex.org/W2975158636","https://openalex.org/W2976566279","https://openalex.org/W2977577189","https://openalex.org/W2977887022","https://openalex.org/W2979802955","https://openalex.org/W2980617023","https://openalex.org/W2981096252","https://openalex.org/W2981697369","https://openalex.org/W2981731882","https://openalex.org/W2981906516","https://openalex.org/W2989096867","https://openalex.org/W2989964158","https://openalex.org/W2992880192","https://openalex.org/W2997978846","https://openalex.org/W2999615587","https://openalex.org/W3001888546","https://openalex.org/W3002159761","https://openalex.org/W3004908285","https://openalex.org/W3005086430","https://openalex.org/W3006006160","https://openalex.org/W3006541201","https://openalex.org/W3006614673","https://openalex.org/W3007474027","https://openalex.org/W3007749181","https://openalex.org/W3008195342","https://openalex.org/W3009311085","https://openalex.org/W3011442134","https://openalex.org/W3011830499","https://openalex.org/W3012427268","https://openalex.org/W3012871996","https://openalex.org/W3014007418","https://openalex.org/W3015426006","https://openalex.org/W3015471529","https://openalex.org/W3015636663","https://openalex.org/W3015911661","https://openalex.org/W3016146955","https://openalex.org/W3021099104","https://openalex.org/W3021219132","https://openalex.org/W3022769788","https://openalex.org/W3023374588","https://openalex.org/W3023497337","https://openalex.org/W3024798398","https://openalex.org/W3025747022","https://openalex.org/W3031116957","https://openalex.org/W3031839920","https://openalex.org/W3033154929","https://openalex.org/W3033403733","https://openalex.org/W3033452709","https://openalex.org/W3033724326","https://openalex.org/W3034590782","https://openalex.org/W3034999176","https://openalex.org/W3035438226","https://openalex.org/W3036272013","https://openalex.org/W3036453007","https://openalex.org/W3037265579","https://openalex.org/W3040166285","https://openalex.org/W3041006163","https://openalex.org/W3042279443","https://openalex.org/W3042523224","https://openalex.org/W3042888165","https://openalex.org/W3043040891","https://openalex.org/W3043083589","https://openalex.org/W3045695279","https://openalex.org/W3047028947","https://openalex.org/W3081090156","https://openalex.org/W3081435493","https://openalex.org/W3081642083","https://openalex.org/W3083906615","https://openalex.org/W3090694330","https://openalex.org/W3090855408","https://openalex.org/W3091091569","https://openalex.org/W3091163785","https://openalex.org/W3092055433","https://openalex.org/W3094105990","https://openalex.org/W3109465731","https://openalex.org/W3109531627","https://openalex.org/W3110989801","https://openalex.org/W3113978062","https://openalex.org/W3118831975","https://openalex.org/W3119470233","https://openalex.org/W3121002773","https://openalex.org/W3121731896","https://openalex.org/W3123487819","https://openalex.org/W3123806455","https://openalex.org/W3124443940","https://openalex.org/W3126686235","https://openalex.org/W3128387038","https://openalex.org/W3128937339","https://openalex.org/W3129666028","https://openalex.org/W3130456532","https://openalex.org/W3131052410","https://openalex.org/W3131713826","https://openalex.org/W3132947498","https://openalex.org/W3135725526","https://openalex.org/W3138114024","https://openalex.org/W3138615854","https://openalex.org/W3138837725","https://openalex.org/W3139838753","https://openalex.org/W3144404977","https://openalex.org/W3145876438","https://openalex.org/W3146402328","https://openalex.org/W3148433189","https://openalex.org/W3159758183","https://openalex.org/W3160537445","https://openalex.org/W3161594686","https://openalex.org/W3163024989","https://openalex.org/W3164011142","https://openalex.org/W3168092484","https://openalex.org/W3171121830","https://openalex.org/W3172988481","https://openalex.org/W3178997227","https://openalex.org/W3183514509","https://openalex.org/W3185634836","https://openalex.org/W3190886403","https://openalex.org/W3191902023","https://openalex.org/W3193643066","https://openalex.org/W3194459689","https://openalex.org/W3194469932","https://openalex.org/W3194637848","https://openalex.org/W3195333310","https://openalex.org/W3195433497","https://openalex.org/W3199118728","https://openalex.org/W3199174176","https://openalex.org/W3200351265","https://openalex.org/W3200805806","https://openalex.org/W3201654139","https://openalex.org/W3201713395","https://openalex.org/W3204683301","https://openalex.org/W3206821896","https://openalex.org/W3206880386","https://openalex.org/W3214262270","https://openalex.org/W3214601026","https://openalex.org/W3215453688","https://openalex.org/W3215572174","https://openalex.org/W4200486839","https://openalex.org/W4205865617","https://openalex.org/W4206248581","https://openalex.org/W4206484811","https://openalex.org/W4210482483","https://openalex.org/W4214923837","https://openalex.org/W4214929632","https://openalex.org/W4221145084","https://openalex.org/W4226112058","https://openalex.org/W4226133876","https://openalex.org/W4240007298","https://openalex.org/W4244953870","https://openalex.org/W4253178971","https://openalex.org/W4254308032","https://openalex.org/W4283574120","https://openalex.org/W4285231928","https://openalex.org/W4285814017","https://openalex.org/W4285818748","https://openalex.org/W4289674194","https://openalex.org/W4292653773","https://openalex.org/W4293154779","https://openalex.org/W4308284841","https://openalex.org/W4309729366","https://openalex.org/W4310968096","https://openalex.org/W4312271221","https://openalex.org/W4315630017","https://openalex.org/W4317796310","https://openalex.org/W4322764682","https://openalex.org/W4323543429","https://openalex.org/W4323697341","https://openalex.org/W4327767831","https://openalex.org/W4328053442","https://openalex.org/W4362683631","https://openalex.org/W4377226909","https://openalex.org/W4378981991","https://openalex.org/W4381250863","https://openalex.org/W4382239560","https://openalex.org/W4384129858","https://openalex.org/W4385269875","https://openalex.org/W4385848840","https://openalex.org/W4386262822","https://openalex.org/W4387224542","https://openalex.org/W4387757573","https://openalex.org/W4387885726","https://openalex.org/W4390490761","https://openalex.org/W4391094158","https://openalex.org/W4393027151","https://openalex.org/W4393372064","https://openalex.org/W4394862853","https://openalex.org/W4396668654","https://openalex.org/W4401751497","https://openalex.org/W4401878796","https://openalex.org/W4402742293","https://openalex.org/W4402978375","https://openalex.org/W4406160655","https://openalex.org/W4414008559","https://openalex.org/W6742359963","https://openalex.org/W6776702482","https://openalex.org/W6777911772","https://openalex.org/W6788921742","https://openalex.org/W6792145267","https://openalex.org/W6856823467","https://openalex.org/W6857613679","https://openalex.org/W6862958856"],"related_works":["https://openalex.org/W4417179569","https://openalex.org/W7220663166","https://openalex.org/W7216315243","https://openalex.org/W4392982263","https://openalex.org/W4413179723","https://openalex.org/W7168257161","https://openalex.org/W7123534617","https://openalex.org/W3043040891","https://openalex.org/W4399517598","https://openalex.org/W2983971617"],"abstract_inverted_index":{"With":[0],"the":[1,6,19,82,92,123,133,151,161,180,187,196,208],"advent":[2],"of":[3,52,94,119,126,136,160,182,207],"5G":[4,23,53,68,104,127,146],"commercialization,":[5],"need":[7],"for":[8,18,154],"more":[9,80],"reliable,":[10],"faster,":[11],"and":[12,31,42,54,60,78,85,105,128,143,147,174,201],"intelligent":[13,109],"telecommunication":[14],"systems":[15,111,139,152],"is":[16,130],"envisaged":[17],"next":[20],"generation":[21],"beyond":[22,55,106,129,148],"(B5G)":[24],"radio":[25],"access":[26],"technologies.":[27],"Artificial":[28],"Intelligence":[29],"(AI)":[30],"Machine":[32],"Learning":[33],"(ML)":[34],"are":[35],"immensely":[36],"popular":[37],"in":[38,49,103,122,184],"service":[39],"layer":[40],"applications":[41],"have":[43],"been":[44],"proposed":[45],"as":[46,169],"essential":[47],"enablers":[48],"many":[50],"aspects":[51],"networks,":[56],"from":[57,198],"IoT":[58],"devices":[59],"edge":[61],"computing":[62],"to":[63,73,107,113,131,140,145],"cloud-based":[64],"infrastructures.":[65],"However,":[66],"existing":[67],"ML-based":[69,137],"security":[70,124,138],"surveys":[71],"tend":[72],"emphasize":[74],"AI/ML":[75],"model":[76],"performance":[77],"accuracy":[79],"than":[81],"models\u2019":[83],"accountability":[84],"trustworthiness.":[86],"In":[87,157],"contrast,":[88],"this":[89,177],"paper":[90],"explores":[91],"potential":[93],"Explainable":[95],"AI":[96],"(XAI)":[97],"methods,":[98],"which":[99],"would":[100,190],"allow":[101,132],"stakeholders":[102],"inspect":[108],"black-box":[110],"used":[112],"secure":[114],"next-generation":[115],"networks.":[116],"The":[117],"goal":[118],"using":[120],"XAI":[121,183],"domain":[125],"decision-making":[134],"processes":[135],"be":[141],"transparent":[142],"comprehensible":[144],"stakeholders,":[149],"making":[150],"accountable":[153],"automated":[155],"actions.":[156],"every":[158],"facet":[159],"forthcoming":[162],"B5G":[163,166],"era,":[164],"including":[165],"technologies":[167],"such":[168],"ORAN,":[170],"zero-touch":[171],"network":[172],"management,":[173],"end-to-end":[175],"slicing,":[176],"survey":[178],"emphasizes":[179],"role":[181],"them":[185],"that":[186],"general":[188],"users":[189],"ultimately":[191],"enjoy.":[192],"Furthermore,":[193],"we":[194],"presented":[195],"lessons":[197],"recent":[199],"efforts":[200],"future":[202],"research":[203],"directions":[204],"on":[205],"top":[206],"currently":[209],"conducted":[210],"projects":[211],"involving":[212],"XAI.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":46},{"year":2025,"cited_by_count":52},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2024-08-03T00:00:00"}